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.cloudbuild.yaml
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.cloudbuild.yaml
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# Copyright 2018 The Kubeflow Authors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# Test before submit:
# gcloud builds submit --config=.cloudbuild.yaml --substitutions=COMMIT_SHA="$(git rev-parse HEAD)" --project=ml-pipeline-test
steps:
# # Build the Python SDK
# - name: 'python:3-alpine'
# entrypoint: '/bin/sh'
# args: ['-c', 'cd /workspace/sdk/python/; python3 setup.py sdist --format=gztar; cp dist/*.tar.gz /workspace/kfp.tar.gz']
# id: 'preparePythonSDK'
# waitFor: ["-"]
# - name: 'gcr.io/cloud-builders/gsutil'
# args: ['cp', '/workspace/kfp.tar.gz', 'gs://$PROJECT_ID/builds/$COMMIT_SHA/kfp.tar.gz']
# id: 'copyPythonSDK'
# waitFor: ['preparePythonSDK']
# - name: 'gcr.io/cloud-builders/gsutil'
# args: ['cp', '/workspace/kfp.tar.gz', 'gs://$PROJECT_ID/builds/latest/kfp.tar.gz']
# id: 'copyPythonSDKToLatest'
# waitFor: ['preparePythonSDK']
# Build the pipeline system images
- name: 'gcr.io/cloud-builders/docker'
entrypoint: /bin/bash
args:
- -ceux
- |
sed -i -e "s/ARG DATE/ENV DATE \"$(date -u)\"/" /workspace/frontend/Dockerfile
docker build -t gcr.io/$PROJECT_ID/frontend:$COMMIT_SHA \
--build-arg COMMIT_HASH=$COMMIT_SHA \
--build-arg TAG_NAME="$(cat /workspace/VERSION)" \
-f /workspace/frontend/Dockerfile \
/workspace
id: 'buildFrontend'
waitFor: ['-']
- name: 'gcr.io/cloud-builders/docker'
entrypoint: /bin/bash
args:
- -ceux
- |
docker build -t gcr.io/$PROJECT_ID/api-server:$COMMIT_SHA \
--build-arg COMMIT_SHA=$COMMIT_SHA \
--build-arg TAG_NAME="$(cat /workspace/VERSION)" \
-f /workspace/backend/Dockerfile /workspace
id: 'buildApiServer'
waitFor: ['-']
- name: 'gcr.io/cloud-builders/docker'
args: ['build', '-t', 'gcr.io/$PROJECT_ID/scheduledworkflow:$COMMIT_SHA', '-f',
'/workspace/backend/Dockerfile.scheduledworkflow', '/workspace']
id: 'buildScheduledWorkflow'
waitFor: ["-"]
- name: 'gcr.io/cloud-builders/docker'
args: ['build', '-t', 'gcr.io/$PROJECT_ID/viewer-crd-controller:$COMMIT_SHA', '-f',
'/workspace/backend/Dockerfile.viewercontroller', '/workspace']
id: 'buildViewerCrdController'
- name: 'gcr.io/cloud-builders/docker'
args: ['build', '-t', 'gcr.io/$PROJECT_ID/persistenceagent:$COMMIT_SHA', '-f',
'/workspace/backend/Dockerfile.persistenceagent', '/workspace']
id: 'buildPersistenceAgent'
waitFor: ["-"]
- name: 'gcr.io/cloud-builders/docker'
args: ['build', '-t', 'gcr.io/$PROJECT_ID/inverse-proxy-agent:$COMMIT_SHA', '-f',
'/workspace/proxy/Dockerfile', '/workspace/proxy']
id: 'buildInverseProxyAgent'
waitFor: ["-"]
- name: 'gcr.io/cloud-builders/docker'
args: ['build', '-t', 'gcr.io/$PROJECT_ID/visualization-server:$COMMIT_SHA',
'--build-arg', 'COMMIT_HASH=$COMMIT_SHA', '-f',
'/workspace/backend/Dockerfile.visualization', '/workspace']
id: 'buildVisualizationServer'
waitFor: ["-"]
- id: 'buildMetadataWriter'
name: 'gcr.io/cloud-builders/docker'
args: ['build', '-t', 'gcr.io/$PROJECT_ID/metadata-writer:$COMMIT_SHA',
'--build-arg', 'COMMIT_HASH=$COMMIT_SHA', '-f',
'/workspace/backend/metadata_writer/Dockerfile', '/workspace']
waitFor: ["-"]
- id: 'buildCacheServer'
name: 'gcr.io/cloud-builders/docker'
args: ['build', '-t', 'gcr.io/$PROJECT_ID/cache-server:$COMMIT_SHA',
'--build-arg', 'COMMIT_HASH=$COMMIT_SHA', '-f',
'/workspace/backend/Dockerfile.cacheserver', '/workspace']
waitFor: ["-"]
- id: 'buildCacheDeployer'
name: 'gcr.io/cloud-builders/docker'
args: ['build', '-t', 'gcr.io/$PROJECT_ID/cache-deployer:$COMMIT_SHA',
'--build-arg', 'COMMIT_HASH=$COMMIT_SHA', '-f',
'/workspace/backend/src/cache/deployer/Dockerfile', '/workspace']
waitFor: ["-"]
# Build marketplace deployer
- id: 'buildMarketplaceDeployer'
name: 'gcr.io/cloud-builders/docker'
args: ['build', '-t', 'gcr.io/$PROJECT_ID/deployer:$COMMIT_SHA',
'--build-arg', 'COMMIT_HASH=$COMMIT_SHA', '-f',
'/workspace/manifests/gcp_marketplace/deployer/Dockerfile', '/workspace/manifests/gcp_marketplace']
waitFor: ["-"]
# Build the Kubeflow-based pipeline component images
- name: 'gcr.io/cloud-builders/docker'
args: ['build', '-t', 'gcr.io/$PROJECT_ID/ml-pipeline-kubeflow-deployer:$COMMIT_SHA',
'/workspace/components/kubeflow/deployer']
id: 'buildDeployer'
waitFor: ["-"]
- name: 'gcr.io/cloud-builders/docker'
entrypoint: '/bin/bash'
args: ['-c', 'cd /workspace/components/kubeflow/launcher && ./build_image.sh -p $PROJECT_ID -t $COMMIT_SHA']
id: 'buildTFJobLauncher'
waitFor: ["-"]
- id: 'buildCpuTrainer'
name: 'gcr.io/cloud-builders/docker'
entrypoint: '/bin/bash'
args: ['-c', 'cd /workspace/components/kubeflow/dnntrainer && ./build_image.sh -p $PROJECT_ID -t $COMMIT_SHA -l ml-pipeline-kubeflow-tf-trainer -b 2.3.0']
waitFor: ["-"]
- name: 'gcr.io/cloud-builders/docker'
entrypoint: '/bin/bash'
args: ['-c', 'cd /workspace/components/kubeflow/dnntrainer && ./build_image.sh -p $PROJECT_ID -t $COMMIT_SHA -l ml-pipeline-kubeflow-tf-trainer-gpu -b 2.3.0-gpu']
id: 'buildGpuTrainer'
waitFor: ["-"]
# Build the local pipeline component images
- name: 'gcr.io/cloud-builders/docker'
entrypoint: '/bin/bash'
args: ['-c', 'cd /workspace/components/local/confusion_matrix && ./build_image.sh -p $PROJECT_ID -t $COMMIT_SHA']
id: 'buildConfusionMatrix'
waitFor: ["-"]
- name: 'gcr.io/cloud-builders/docker'
entrypoint: '/bin/bash'
args: ['-c', 'cd /workspace/components/local/roc && ./build_image.sh -p $PROJECT_ID -t $COMMIT_SHA']
id: 'buildROC'
waitFor: ["-"]
# Build third_party images
- name: 'gcr.io/cloud-builders/docker'
args: ['build', '-t', 'gcr.io/$PROJECT_ID/metadata-envoy:$COMMIT_SHA', '-f',
'/workspace/third_party/metadata_envoy/Dockerfile', '/workspace']
id: 'buildMetadataEnvoy'
# Pull third_party images
# ! Sync to the same MLMD version:
# * backend/metadata_writer/requirements.in and requirements.txt
# * @kubeflow/frontend/src/mlmd/generated
# * .cloudbuild.yaml and .release.cloudbuild.yaml
# * manifests/kustomize/base/metadata/base/metadata-grpc-deployment.yaml
# * test/tag_for_hosted.sh
- name: 'gcr.io/cloud-builders/docker'
args: ['pull', 'gcr.io/tfx-oss-public/ml_metadata_store_server:1.14.0']
id: 'pullMetadataServer'
- name: 'gcr.io/cloud-builders/docker'
args: ['pull', 'gcr.io/ml-pipeline/minio:RELEASE.2019-08-14T20-37-41Z-license-compliance']
id: 'pullMinio'
- name: 'gcr.io/cloud-builders/docker'
args: ['pull', 'gcr.io/ml-pipeline/mysql:8.0.26']
id: 'pullMysql'
- name: 'gcr.io/cloud-builders/docker'
args: ['pull', 'gcr.io/cloudsql-docker/gce-proxy:1.25.0']
id: 'pullCloudsqlProxy'
- name: 'gcr.io/cloud-builders/docker'
args: ['pull', 'gcr.io/ml-pipeline/argoexec:v3.4.16-license-compliance']
id: 'pullArgoExecutor'
- name: 'gcr.io/cloud-builders/docker'
args: ['pull', 'gcr.io/ml-pipeline/workflow-controller:v3.4.16-license-compliance']
id: 'pullArgoWorkflowController'
# V2 related images
# Prerequisite: Make sure ko image is available on the same project by running the following:
# git clone https://github.com/GoogleCloudPlatform/cloud-builders-community.git
# cd cloud-builders-community/ko
# gcloud builds submit . --config=cloudbuild.yaml --project=$PROJECT_ID
# Reference: https://dev.to/amammay/effective-go-on-gcp-lean-containers-with-ko-on-cloud-build-51ek
# Temporarily disable v2 image build due to unblock kubeflow-pipeline-mkp-test
# We aren't building v2 images for MKP at this moment anyway.
#
# - name: 'gcr.io/$PROJECT_ID/ko'
# entrypoint: /bin/sh
# args:
# - -c
# - |
# cd /workspace/backend/src/v2/
# /ko publish --bare ./cmd/launcher-v2 -t $COMMIT_SHA
# env:
# - 'KO_DOCKER_REPO=gcr.io/$PROJECT_ID/kfp-launcher'
# id: 'buildLauncher'
# waitFor: ["-"]
# - name: 'gcr.io/$PROJECT_ID/ko'
# entrypoint: /bin/sh
# args:
# - -c
# - |
# cd /workspace/backend/src/v2/
# /ko publish --bare ./cmd/driver -t $COMMIT_SHA
# env:
# - 'KO_DOCKER_REPO=gcr.io/$PROJECT_ID/kfp-driver'
# id: 'buildDriver'
# waitFor: ["-"]
# Tag for Hosted - SemVersion to Major.Minor parsing
- id: "parseMajorMinorVersion"
waitFor: ["-"]
name: gcr.io/cloud-builders/docker
entrypoint: /bin/bash
args:
- -ceux
- |
# Parse major minor version and save to a file for reusing in other steps.
# e.g. 1.0.0-rc.1 and 1.0.1 are parsed as 1.0
cat /workspace/VERSION | sed -e "s#\([0-9]\+[.][0-9]\+\)[.].*#\1#" > /workspace/mm.ver
# Tag for Hosted - Tag to hosted folder with MKP friendly name
- id: 'tagForHosted'
waitFor: ['parseMajorMinorVersion', 'buildFrontend', 'buildApiServer', 'buildScheduledWorkflow',
'buildViewerCrdController', 'buildPersistenceAgent', 'buildInverseProxyAgent', 'buildVisualizationServer',
'buildMetadataWriter', 'buildCacheServer', 'buildCacheDeployer', 'buildMetadataEnvoy',
'buildMarketplaceDeployer', 'pullMetadataServer', 'pullMinio', 'pullMysql', 'pullCloudsqlProxy',
'pullArgoExecutor', 'pullArgoWorkflowController']
name: 'gcr.io/cloud-builders/docker'
entrypoint: bash
args:
- -ceux
- |
/workspace/test/tag_for_hosted.sh $PROJECT_ID $COMMIT_SHA $(cat /workspace/VERSION) $(cat /workspace/mm.ver)
images:
# Images for the pipeline system itself
- 'gcr.io/$PROJECT_ID/frontend:$COMMIT_SHA'
- 'gcr.io/$PROJECT_ID/api-server:$COMMIT_SHA'
- 'gcr.io/$PROJECT_ID/scheduledworkflow:$COMMIT_SHA'
- 'gcr.io/$PROJECT_ID/persistenceagent:$COMMIT_SHA'
- 'gcr.io/$PROJECT_ID/viewer-crd-controller:$COMMIT_SHA'
- 'gcr.io/$PROJECT_ID/inverse-proxy-agent:$COMMIT_SHA'
- 'gcr.io/$PROJECT_ID/visualization-server:$COMMIT_SHA'
- 'gcr.io/$PROJECT_ID/metadata-writer:$COMMIT_SHA'
- 'gcr.io/$PROJECT_ID/cache-server:$COMMIT_SHA'
- 'gcr.io/$PROJECT_ID/cache-deployer:$COMMIT_SHA'
# Images for Marketplace
- 'gcr.io/$PROJECT_ID/deployer:$COMMIT_SHA'
# Images for the Kubeflow-based pipeline components
- 'gcr.io/$PROJECT_ID/ml-pipeline-kubeflow-deployer:$COMMIT_SHA'
- 'gcr.io/$PROJECT_ID/ml-pipeline-kubeflow-tf-trainer:$COMMIT_SHA'
- 'gcr.io/$PROJECT_ID/ml-pipeline-kubeflow-tf-trainer-gpu:$COMMIT_SHA'
- 'gcr.io/$PROJECT_ID/ml-pipeline-kubeflow-tfjob:$COMMIT_SHA'
# Images for the local components
- 'gcr.io/$PROJECT_ID/ml-pipeline-local-confusion-matrix:$COMMIT_SHA'
- 'gcr.io/$PROJECT_ID/ml-pipeline-local-roc:$COMMIT_SHA'
# Images for the third_party components
- 'gcr.io/$PROJECT_ID/metadata-envoy:$COMMIT_SHA'
timeout: '3600s'
options:
diskSizeGb: 300
machineType: 'N1_HIGHCPU_8'
tags:
- build-each-commit